MAWILab

Data set: 2011/02/18






Traffic Trace: 2011/02/18

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2011/201102181400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2011/201102181400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20110218_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20110218_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 129
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_t_139_445SYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough
network_scan_UDPOtheranomalous Hough, KL
network_scan_UDPOtheranomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, Gamma
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_ACKHTTPS trafficsuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious Gamma, KL
network_scan_UDPOthersuspicious Hough, Gamma, KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_SYN_t_139_445SYN attacksuspicious KL
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough
point_to_multipoint_low_activityHTTPS trafficanomalous Hough
alpha_flowHTTPS trafficanomalous Hough
multipoint_to_pointOtheranomalous Hough, Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, KL
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
ipv4_ipv6_tunnelOtheranomalous Gamma, KL
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, PCA
small_alpha_flowHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
heavy_hitterHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous PCA
multipoint_to_point_HTTPOtheranomalous Hough, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
small_alpha_flowHTTP trafficanomalous PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL
multipoint_to_pointOthersuspicious Gamma, KL
micro_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_pointOthersuspicious Gamma
micro_alpha_flowHTTP trafficsuspicious Gamma
alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, KL
alpha_flow_HTTPHTTP trafficsuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_multipointOthersuspicious Gamma, KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
ttl_errorPing floodsuspicious KL
icmp_errorPing floodsuspicious KL
ttl_errorPing floodsuspicious KL
icmp_errorPing floodsuspicious KL, PCA
point_to_multipointOthersuspicious Gamma, KL, PCA
point_to_multipointOthersuspicious Hough, KL
point_to_multipointPing floodsuspicious Gamma, KL
multipoint_to_multipointOthersuspicious KL, PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, KL
point_to_multipoint_HTTPRST attacksuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
multipoint_to_multipointOthersuspicious Gamma, KL
point_to_multipoint_HTTPHTTP trafficsuspicious KL
point_to_multipointOthersuspicious KL
point_to_multipointSYN attacksuspicious KL
multipoint_to_multipointSYN attacksuspicious KL
point_to_multipointPing floodsuspicious Hough, Gamma, KL
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, KL
alpha_flow_HTTPHTTP trafficsuspicious Gamma, KL
multipoint_to_multipointOthersuspicious Gamma, KL
multipoint_to_multipointOthersuspicious KL
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
micro_alpha_flowHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20110218_notice.xml
"Notice" labels (csv file): 20110218_notice.csv